Essays about: "Filip Thor"

Found 2 essays containing the words Filip Thor.

1. 1. Investigating the Spectral Bias in Neural Networks

   University essay from KTH/Matematik (Avd.)

   Author : Filip Thor; [2021]
   Keywords : spectral bias; frequency principle; neural networks; machine learning; applied mathematics; spectral bias; neurala nätverk; maskininlärning; tillämpad matematik;

   Abstract : Neural networks have been shown to have astounding performance on a variety of different machine learning tasks and data sets, both for synthetic and real-world data.However, in spite of their widespread usage and implementation, the convergence and the training dynamics of neural networks are neither trivial, nor completely understood. READ MORE

3. 2. Solving the steady-state heat equation using overdetermined non-overlapping domain decomposition methods

   University essay from Lunds universitet/Matematik LTH

   Author : Filip Thor; [2018]
   Keywords : Overdetermined non-overlapping domain decomposition methods; constrained least squares methods; steady-state heat equation; Mathematics and Statistics;

   Abstract : Domain decomposition methods can be used to numerically solve partial differential equations for certain problems, for example in cases where the domain has an irregular shape, or if there are differences in material constants. By splitting the domain into subdomains, these problems can be solved using domain decomposition methods. READ MORE